Table 3

Performance comparisons with other methods on the lung cancer data.

Classifier

Number of signature genes

Accuracy in independent samples

p-value

Transcriptional Network Classifier (this research)

25

95.2%

---

Principal Component Analysis with Linear Discriminant Analysis

13

91.2%

0.0047

Prediction Analysis for Microarray [40]

77

91.0%

0.0014

Weighted Voting [1]

800

93.4%

0.6240

Chang and Ramoni BMC Bioinformatics 2009 10(Suppl 9):S1   doi:10.1186/1471-2105-10-S9-S1